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Proceedings of the AAAI Conference on Artificial Intelligence 2024: all accepted papers

2,867 papers · page 1 of 29 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2024

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  1. T2I-Adapter: Learning Adapters to Dig Out More Controllable Ability for Text-to-Image Diffusion ModelsChong Mou, Xintao Wang, Liangbin Xie et al.923 citations
  2. Graph of Thoughts: Solving Elaborate Problems with Large Language ModelsMaciej Besta, Nils Blach, Ales Kubicek et al.530 citations
  3. Benchmarking Large Language Models in Retrieval-Augmented GenerationJiawei Chen, Hongyu Lin, Xianpei Han et al.433 citations · our summary
  4. AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language ModelsZhaopeng Gu, Bingke Zhu, Guibo Zhu et al.298 citations
  5. Omni-Kernel Network for Image RestorationYuning Cui, Wenqi Ren, Alois Knoll279 citations
  6. MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with TransformerJunde Wu, Wei Ji, Huazhu Fu et al.275 citations
  7. MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series ForecastingWanlin Cai, Yuxuan Liang, Xianggen Liu et al.239 citations
  8. MemoryBank: Enhancing Large Language Models with Long-Term MemoryWanjun Zhong, Lianghong Guo, Qiqi Gao et al.229 citations
  9. VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly DetectionPeng Wu, Xuerong Zhou, Guansong Pang et al.226 citations
  10. Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News DetectionBeizhe Hu, Qiang Sheng, Juan Cao et al.224 citations
  11. A Diffusion-Based Framework for Multi-Class Anomaly DetectionHaoyang He, Jiangning Zhang, Hongxu Chen et al.212 citations
  12. ODTrack: Online Dense Temporal Token Learning for Visual TrackingYaozong Zheng, Bineng Zhong, Qihua Liang et al.209 citations
  13. Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain LearningChuangchuang Tan, Yao Zhao, Shikui Wei et al.204 citations
  14. NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language ModelsGengze Zhou, Yicong Hong, Qi Wu203 citations
  15. Hybrid-SORT: Weak Cues Matter for Online Multi-Object TrackingMingzhan Yang, Guangxin Han, Bin Yan et al.187 citations
  16. SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time SegmentationZhengze Xu, Dongyue Wu, Changqian Yu et al.186 citations
  17. NuScenes-QA: A Multi-Modal Visual Question Answering Benchmark for Autonomous Driving ScenarioTianwen Qian, Jingjing Chen, Linhai Zhuo et al.168 citations
  18. Knowledge Graph Prompting for Multi-Document Question AnsweringYu Wang, Nedim Lipka, Ryan A. Rossi et al.164 citations
  19. IRPruneDet: Efficient Infrared Small Target Detection via Wavelet Structure-Regularized Soft Channel PruningMingjin Zhang, Handi Yang, Jie Guo et al.157 citations
  20. Detecting and Preventing Hallucinations in Large Vision Language ModelsAnisha Gunjal, Jihan Yin, Erhan Bas154 citations
  21. AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion ModelTeng Hu, Jiangning Zhang, Ran Yi et al.153 citations
  22. LGMRec: Local and Global Graph Learning for Multimodal RecommendationZhiqiang Guo, Jianjun Li, Guohui Li et al.152 citations
  23. ExpeL: LLM Agents Are Experiential LearnersAndrew Zhao, Daniel T. Huang, Quentin Xu et al.148 citations
  24. Visual Adversarial Examples Jailbreak Aligned Large Language ModelsXiangyu Qi, Kaixuan Huang, Ashwinee Panda et al.145 citations
  25. Rolling-Unet: Revitalizing MLP’s Ability to Efficiently Extract Long-Distance Dependencies for Medical Image SegmentationYutong Liu, Haijiang Zhu, Mengting Liu et al.141 citations
  26. Bi-directional Adapter for Multimodal TrackingBing Cao, Junliang Guo, Pengfei Zhu et al.137 citations
  27. PromptMRG: Diagnosis-Driven Prompts for Medical Report GenerationHaibo Jin, Haoxuan Che, Yi Lin et al.136 citations
  28. Follow Your Pose: Pose-Guided Text-to-Video Generation Using Pose-Free VideosYue Ma, Yingqing He, Xiaodong Cun et al.133 citations
  29. Reliable Conflictive Multi-View LearningCai Xiang Xu, Jiajun Si, Ziyu Guan et al.133 citations
  30. AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking HeadRongjie Huang, Mingze Li, Dongchao Yang et al.131 citations
  31. Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow ForecastingWeiyang Kong, Ziyu Guo, Yubao Liu130 citations
  32. An Attentive Inductive Bias for Sequential Recommendation beyond the Self-AttentionYehjin Shin, Jeongwhan Choi, Hyowon Wi et al.129 citations
  33. ResDiff: Combining CNN and Diffusion Model for Image Super-resolutionShuyao Shang, Zhengyang Shan, Guangxing Liu et al.125 citations
  34. FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated LearningJianqing Zhang, Yang Liu, Hua Yang et al.121 citations
  35. Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series DataYucheng Wang, Yuecong Xu, Jianfei Yang et al.121 citations
  36. Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-World Multi-Turn DialogueSonghua Yang, Hanjie Zhao, Senbin Zhu et al.120 citations
  37. UCMCTrack: Multi-Object Tracking with Uniform Camera Motion CompensationKefu Yi, Kai Luo, Xiaolei Luo et al.118 citations
  38. Incomplete Contrastive Multi-View Clustering with High-Confidence GuidingGuoqing Chao, Yi Jiang, Dianhui Chu117 citations
  39. TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation LearningJiexi Liu, Songcan Chen113 citations
  40. SurgicalSAM: Efficient Class Promptable Surgical Instrument SegmentationWenxi Yue, Jing Zhang, Kun Yuan Hu et al.112 citations
  41. Explicit Visual Prompts for Visual Object TrackingLiangtao Shi, Bineng Zhong, Qihua Liang et al.108 citations
  42. BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual QuestionsWenbo Hu, Yifan Xu, Yi Li et al.105 citations
  43. GPT4MTS: Prompt-based Large Language Model for Multimodal Time-series ForecastingFurong Jia, Kevin Y. X. Wang, Yixiang Zheng et al.101 citations
  44. An Empirical Study of CLIP for Text-Based Person SearchMin Cao, Yang Bai, Ziyin Zeng et al.100 citations
  45. DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous DrivingTianqi Wang, Suk-Min Kim, Ji Wenxuan et al.100 citations
  46. SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote SensingZhecheng Wang, Rajanie Prabha, Tianyuan Huang et al.97 citations
  47. Decoupled Contrastive Multi-View Clustering with High-Order Random WalksYiding Lu, Yijie Brittany Lin, Mouxing Yang et al.96 citations
  48. MASTER: Market-Guided Stock Transformer for Stock Price ForecastingTong Li, Zhaoyang Liu, Yanyan Shen et al.93 citations
  49. SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object TrackingYu-Hsiang Wang, Jun-Wei Hsieh, Ping-Yang Chen et al.93 citations
  50. Exposing the Deception: Uncovering More Forgery Clues for Deepfake DetectionZhongjie Ba, Qingyu Liu, Zhenguang Liu et al.89 citations
  51. Temporal Adaptive RGBT Tracking with Modality PromptHongyu Wang, Xiaotao Liu, Yifan Li et al.87 citations
  52. FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive LearningZhenhua Yang, Dezhi Peng, Yuxin Kong et al.86 citations
  53. Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based RetrofittingXinyan Guan, Yanjiang Liu, Hongyu Lin et al.86 citations
  54. FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated LearningHaokun Chen, Yao Zhang, Denis Krompaß et al.85 citations
  55. Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language ModelsAntoine Louis, Gijs VAN DIJCK, Gerasimos Spanakis85 citations
  56. Enhancing Job Recommendation through LLM-Based Generative Adversarial NetworksYingpeng Du, Di Luo, Rui Yan et al.83 citations
  57. FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question AnsweringZhenyu Li, Sunqi Fan, Yu Gu et al.83 citations
  58. MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task LearningYi Xin, Junlong Du, Qiang Wang et al.83 citations
  59. Fast Machine Unlearning without Retraining through Selective Synaptic DampeningJack D. Foster, Stefan Schoepf, Alexandra Melike Brintrup81 citations
  60. SkeletonGait: Gait Recognition Using Skeleton MapsChao Fan, Jingzhe Ma, Dongyang Jin et al.81 citations
  61. LDMVFI: Video Frame Interpolation with Latent Diffusion ModelsDuolikun Danier, Fan Zhang, David Bull80 citations
  62. OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language ModelsChanghun Lee, Jungyu Jin, Taesu Kim et al.80 citations · our summary
  63. Prompt-Based Distribution Alignment for Unsupervised Domain AdaptationShuanghao Bai, Min Zhang, Wanqi Zhou et al.80 citations
  64. FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model UpdateJi Liu, Juncheng Jia, Tianshi Che et al.77 citations
  65. Generalized Planning in PDDL Domains with Pretrained Large Language ModelsTom Silver, Soham Dan, Kavitha Srinivas et al.77 citations
  66. Bootstrapping Large Language Models for Radiology Report GenerationChang Liu, Yuanhe Tian, Weidong Chen et al.76 citations
  67. Exploring Large Language Model for Graph Data Understanding in Online Job RecommendationsLikang Wu, Zhaopeng Qiu, Zhi Zheng et al.76 citations
  68. Far3D: Expanding the Horizon for Surround-View 3D Object DetectionXiaohui Jiang, Shuailin Li, Yingfei Liu et al.76 citations
  69. MotionGPT: Finetuned LLMs Are General-Purpose Motion GeneratorsYaqi Zhang, Di Huang, Bin Liu et al.76 citations
  70. DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge DetectionYunfan Ye, Kai Xu, Yuhang Huang et al.75 citations
  71. AVSegFormer: Audio-Visual Segmentation with TransformerShengyi Gao, Zhe Chen, Guo Chen et al.74 citations
  72. CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion ModelsZhongxi Chen, Ke Sun, Xianming Lin73 citations
  73. Delving into Multimodal Prompting for Fine-Grained Visual ClassificationXin Jiang, Hao Tang, Junyao Gao et al.73 citations
  74. HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series ForecastingQihe Huang, Lei Shen, Ruixin Zhang et al.73 citations
  75. Learning Cluster-Wise Anchors for Multi-View ClusteringChao Zhang, Xiuyi Jia, Zechao Li et al.71 citations
  76. Preference Ranking Optimization for Human AlignmentFeifan Song, Bowen Yu, Minghao Li et al.71 citations · our summary
  77. MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot LearningBaoquan Zhang, Chuyao Luo, Demin Yu et al.70 citations
  78. DiffusionTrack: Diffusion Model for Multi-Object TrackingRun Luo, Zikai Song, Lintao Ma et al.69 citations
  79. Fine-Grained Prototypes Distillation for Few-Shot Object DetectionZichen Wang, Bo Yang, Haonan Yue et al.69 citations
  80. LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly DetectionHongcheng Guo, Jian Yang, Jiaheng Liu et al.69 citations
  81. VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street ViewRaphael Schumann, Wanrong Zhu, Weixi Feng et al.68 citations
  82. BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous DrivingHaicheng Liao, Zhenning Li, Huanming Shen et al.67 citations
  83. Correlation Matching Transformation Transformers for UHD Image RestorationCong Wang, Jinshan Pan, Wei Wang et al.67 citations
  84. ProAgent: Building Proactive Cooperative Agents with Large Language ModelsCeyao Zhang, Kaijie Yang, Siyi Hu et al.67 citations
  85. Can LLM Replace Stack Overflow? A Study on Robustness and Reliability of Large Language Model Code GenerationLi Zhong, Zilong Wang65 citations
  86. MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical RecordsScott L. Fleming, Alejandro Lozano, William J. Haberkorn et al.65 citations
  87. ArtBank: Artistic Style Transfer with Pre-trained Diffusion Model and Implicit Style Prompt BankZhanjie Zhang, Quanwei Zhang, Xing Wei et al.64 citations
  88. Constructing Dreams Using Generative AISafinah Ali, Prerna Ravi, Randi Williams et al.64 citations
  89. FFT-Based Dynamic Token Mixer for VisionYuki Tatsunami, Masato Taki64 citations
  90. PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of PathologyYuxuan Sun, Chenglu Zhu, Sunyi Zheng et al.64 citations
  91. Temporal Graph Contrastive Learning for Sequential RecommendationShengzhe Zhang, Liyi Chen, Chao Wang et al.64 citations
  92. Generative-Based Fusion Mechanism for Multi-Modal TrackingZhangyong Tang, Tianyang Xu, Xiao‐Jun Wu et al.63 citations
  93. High-Order Structure Based Middle-Feature Learning for Visible-Infrared Person Re-identificationLiuxiang Qiu, Si Chen, Yan Yan et al.63 citations
  94. Plug-In Diffusion Model for Sequential RecommendationHaokai Ma, Ruobing Xie, Lei Meng et al.63 citations
  95. VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene UnderstandingYi Xin, Junlong Du, Qiang Wang et al.63 citations
  96. Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action RecognitionJianyang Xie, Yanda Meng, Yitian Zhao et al.62 citations
  97. TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight DetectionHao Sun, Mingyao Zhou, Wenjing Chen et al.62 citations
  98. A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with Uncertain Missing ModalitiesMingcheng Li, Dingkang Yang, Yuxuan Lei et al.61 citations
  99. AMSP-UOD: When Vortex Convolution and Stochastic Perturbation Meet Underwater Object DetectionJingchun Zhou, Zongxin He, Kin‐Man Lam et al.61 citations
  100. Graph Neural Prompting with Large Language ModelsYijun Tian, Huan Song, Zichen Wang et al.61 citations

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